Muchiu (Henry) Chang, PhD. Cantab (Cambridge, UK)’s Post

View profile for Muchiu (Henry) Chang, PhD. Cantab (Cambridge, UK), graphic

Consultant in Patent Intelligence and Engineering Management

About trust, has AI been approved by any unbiased human agency, like FDA? All human-made computer programs, including AI, need to be debugged and validated and verified (V&V). An atomic bomb design needs V&V by nuclear test, an aircraft design needs FAA V&V certifications, a new drug or a medical device needs FDA certificates to be sold. Even a hammer 🔨 sold at store needs some compliance certification. There is no V&V efforts or certificates for AI by neutral and unbiased human agencies. How can we trust it for compliance? Yes, AI can do many things, but NOT everything, at least NOT making love, nor what we are doing, by using our intellectual property (IP), a copyrighted multilingual metadata, in data analytics. Without metadata, NO data can be found. Metadata is an enabler. Without metadata, NO data can be found/retrieved, even by the most advanced technologies, like AI, NVIDIA chips, supercomputers, etc. https://lnkd.in/g-aJFnXR Experiment results showed that, with our intellectual property (IP), a copyrighted multilingual metadata, we are doing what AI, like ChatGPT, can't do in data analytics. Our IP can also make your information service UNIQUE in the world.

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